From f8ef68ff7f26dfa864e5b1210c0eaad7cf5fda28 Mon Sep 17 00:00:00 2001 From: Trance-0 <60459821+Trance-0@users.noreply.github.com> Date: Wed, 3 Sep 2025 16:59:28 -0500 Subject: [PATCH] update --- content/CSE5313/index.md | 3 +- content/CSE5519/CSE5519_E1.md | 31 ++++++++++++++++-- content/CSE5519/index.md | 3 +- ...Unsupervised_Learning_DepthNet_PoseNet.png | Bin 0 -> 117491 bytes 4 files changed, 33 insertions(+), 4 deletions(-) create mode 100644 public/CSE5519/Unsupervised_Learning_DepthNet_PoseNet.png diff --git a/content/CSE5313/index.md b/content/CSE5313/index.md index 122104f..16885e0 100644 --- a/content/CSE5313/index.md +++ b/content/CSE5313/index.md @@ -1 +1,2 @@ -# CSE510 Deep Reinforcement Learning \ No newline at end of file +# CSE5313 Coding and information theory for data science + diff --git a/content/CSE5519/CSE5519_E1.md b/content/CSE5519/CSE5519_E1.md index 2754354..2f67137 100644 --- a/content/CSE5519/CSE5519_E1.md +++ b/content/CSE5519/CSE5519_E1.md @@ -41,12 +41,15 @@ $\beta$ is a hyperparameter that scale the loss of the camera orientation so tha ### Network architecture -Based on GoogleNet (SOTA in 2014), but with a few changes: +Based on GoogLeNet (SOTA in 2014), but with a few changes: - Replace all three softmax classifiers with affine regressors. - Insert another fully connected layer before final regressor of feature size 2048 - At test time, normalize the quaternion to unit length. +
+Architecture + ```python from network import Network @@ -259,7 +262,7 @@ class GoogLeNet(Network): .fc(4, relu=False, name='cls3_fc_pose_wpqr')) ``` - +
## Unsupervised Learning of Depth and Ego-Motion From Video @@ -267,6 +270,24 @@ class GoogLeNet(Network): [link to the paper](https://openaccess.thecvf.com/content_cvpr_2017/papers/Zhou_Unsupervised_Learning_of_CVPR_2017_paper.pdf) +This is a method that estimates both depth and camera pose motion from a single video using CNN. + +Jointly training a single-view depth CNN and a camera pose estimation CNN form unlabelled monocular video sequences. + +![View synthesis as supervision](https://notenextra.trance-0.com/CSE5519/Unsupervised_Learning_DepthNet_PoseNet.png) + +### View synthesis as supervision + +Notice that in mo + +## Unsupervised Monocular Depth Estimation with Left-Right Consistency + +(CVPR 2017) + +[link to the paper](https://arxiv.org/pdf/1609.03677) + +This is a method that use pair of images as Left and Right eye to estimate depth. Increased consistency by flipping the right-left relation. + ## GeoNet Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose (CVPR 2018) @@ -283,6 +304,12 @@ Depth Estimation from single monocular image. ### Rigid structure constructor +Combines the DepthNet and PoseNet to estimate the depth and camera pose motion from [Unsupervised Learning of Depth and Ego-Motion From Video](#unsupervised-learning-of-depth-and-ego-motion-from-video). + ### Non-rigid motion localizer +Use [Left-right consistency](#unsupervised-monocular-depth-estimation-with-left-right-consistency) to estimate the non-rigid motion by training the ResFlowNet. + ### Geometric consistency enforcement + +Finally, we use an additional geometric consistency enforcement to handle non-Lambertian surfaces (e.g., metal, plastic, etc.). diff --git a/content/CSE5519/index.md b/content/CSE5519/index.md index f1a4930..7e00f31 100644 --- a/content/CSE5519/index.md +++ b/content/CSE5519/index.md @@ -6,7 +6,8 @@ Here is a list of topics we will cover in this course: **CSE 5519 (Fall 2025)** -> **Notes:** +> [!NOTE] +> > Papers tagged with a 🌟 are the recommended main papers. > You can suggest alternate papers (as long as they are important and aligned with the theme). 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